Title :
Efficient Data Interpretation and Compression over RFID Streams
Author :
Cocci, Richard ; Tran, Thanh ; Diao, Yanlei ; Shenoy, Prashant
Author_Institution :
Dept. of Comput. Sci., Univ. of Massachusetts, Amherst, MA
Abstract :
Despite its promise, RFID technology presents numerous challenges, including incomplete data, lack of location and containment information, and very high volumes. In this work, we present a novel data interpretation and compression substrate over RFID streams to address these challenges in enterprise supply-chain environments. Our results show that our inference techniques provide good accuracy while retaining efficiency, and our compression algorithm yields significant reduction in data volume.
Keywords :
data analysis; data compression; inference mechanisms; production engineering computing; radiofrequency identification; supply chains; RFID streams; data compression; data interpretation; enterprise supply-chain environments; inference techniques; Buildings; Cleaning; Compression algorithms; Computer science; Hardware; Inference algorithms; Information filtering; Information filters; Monitoring; Radiofrequency identification;
Conference_Titel :
Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-1836-7
Electronic_ISBN :
978-1-4244-1837-4
DOI :
10.1109/ICDE.2008.4497584
